Muhammad Imran Malik

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 55

Top Venues

University of Kaiserslautern (PHD)

Education History

University of Kaiserslautern

PHD

Publications

Mansoor Khurshid, Muhammad Shahzad, Hasan Ali Khattak, Muhammad Imran Malik, Muhammad Moazam Fraz
Vision-Based 3-D Localization of UAV Using Deep Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Rejean Plamondon
A Perspective Analysis of Handwritten Signature Technology. CoRR (2024)
Hasan Irtaza Mirza, Saad Bin Ahmed, Roberto Solis-Oba, Muhammad Imran Malik
Endmember Analysis of Overlapping Handwritten Text in Hyperspectral Document Images. IEEE Access 12 (2024)
Muhammad Imran Malik, Ahmed Ibrahim, Peter Hannay, Leslie F. Sikos
Developing Resilient Cyber-Physical Systems: A Review of State-of-the-Art Malware Detection Approaches, Gaps, and Future Directions. Comput. 12 (4) (2023)
Maham Jahangir, Muhammad Imran Malik, Faisal Shafait
Adversarial Attacks on Convolutional Siamese Signature Verification Networks. ICDAR (4) (2023)
Zainab Zaman, Saad Bin Ahmed, Muhammad Imran Malik
Analysis of Hyperspectral Data to Develop an Approach for Document Images. Sensors 23 (15) (2023)
Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR (2022)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR (2022)
Umaid M. Zaffar, Marium Aslam, Muhammad Imran Malik, Saad Bin Ahmed
Few-Shot Learning for Biometric Verification. CoRR (2022)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215 (2022)
Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9 (2021)
Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida
Learning the micro deformations by max-pooling for offline signature verification. Pattern Recognit. 118 (2021)
Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki
Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. DICTA (2021)
Saba Gul, Muhammad Imran Malik, Gul Muhammad Khan, Faisal Shafait
Multi-view gait recognition system using spatio-temporal features and deep learning. Expert Syst. Appl. 179 (2021)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI (2021)
Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). Expert Syst. Appl. 172 (2021)
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN (2020)
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN (2020)
Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8 (2020)
Safia Shabbir, Muhammad Imran Malik, Imran Siddiqi
Offline Signature Verification Using Feature Learning and One-Class Classification. MedPRAI (2020)
Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait
Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks. DAS (2020)
Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN (2020)
Naqash Gerard, Talha Yousuf, Ahmed Husnain Johar, Umer Asgher, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
Detection of Subject Attention in an Active Environment Through Facial Expressions Using Deep Learning Techniques and Computer Vision. AHFE (1) (2020)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) (2020)
Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR (2020)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR (2020)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2019)
Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Réjean Plamondon
A Perspective Analysis of Handwritten Signature Technology. ACM Comput. Surv. 51 (6) (2019)
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
A Robust Hybrid Approach for Textual Document Classification. CoRR (2019)
Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR (2019)
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
A Robust Hybrid Approach for Textual Document Classification. ICDAR (2019)
Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA (2019)
Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
Runway Detection and Localization in Aerial Images using Deep Learning. DICTA (2019)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
KINN: Incorporating Expert Knowledge in Neural Networks. CoRR (2019)
Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
FFD: Figure and Formula Detection from Document Images. DICTA (2019)
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed
Two Stream Deep Network for Document Image Classification. ICDAR (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Ian McAteer, Peter Hannay, Muhammad Imran Malik, Zubair A. Baig
Forensic Analysis of a Crash-Damaged Cheerson CX-20 Auto Pathfinder Drone. J. Digit. Forensics Secur. Law 13 (4) (2018)
Junaid Younas, Stefan Fritsch, Gerald Pirkl, Sheraz Ahmed, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz
What Am I Writing: Classification of On-Line Handwritten Sequences. Intelligent Environments (Workshops) (2018)
Muhammad Imran Malik, Ian McAteer, Peter Hannay, Zubair A. Baig
Preparing for Secure Wireless Medical Environment in 2050: A Vision. IEEE Access 6 (2018)
Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6 (2018)
Jameel Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait, Muhammad Imran Malik, Didier Stricker
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor. Sensors 18 (11) (2018)
Zill-e-Huma, Saddam Hussain, Thurasamy Ramayah, Muhammad Imran Malik
Determinants of cyberloafing: a comparative study of a public and private sector organization. Internet Res. 27 (1) (2017)
Azka Gilani, Shah Rukh Qasim, Muhammad Imran Malik, Faisal Shafait
Table Detection Using Deep Learning. ICDAR (2017)
Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel
AirScript - Creating Documents in Air. CoRR (2017)
Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
AirScript - Creating Documents in Air. ICDAR (2017)
Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
D-StaR: A Generic Method for Stamp Segmentation from Document Images. ICDAR (2017)
Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki
A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR (2016)
Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik
Automatic Signature Segmentation Using Hyper-Spectral Imaging. ICFHR (2016)
Alina Baber, Thurasamy Ramayah, Muhammad Imran Malik, Bushra Sadiq, Samina Islam, Muhammad Sajjad
Online word-of-mouth antecedents, attitude and intention-to-purchase electronic products in Pakistan. Telematics Informatics 33 (2) (2016)
Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR (2015)
Muhammad Imran Malik, Sheraz Ahmed, Angelo Marcelli, Umapada Pal, Michael Blumenstein, Linda Alewijnse, Marcus Liwicki
ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015). ICDAR (2015)
Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida, Volkmar Frinken
Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR (2014)
Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance. ICFHR (2014)
Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
Local Features for Forensic Signature Verification. ICIAP Workshops (2013)
Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
FREAK for Real Time Forensic Signature Verification. ICDAR (2013)
Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
Online Signature Analysis Based on Accelerometric and Gyroscopic Pens and Legendre Series. ICDAR (2013)
Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Wataru Ohyama, Michael Blumenstein, Bryan Found
ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013). ICDAR (2013)
Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification. ICDAR (2013)
Marcus Liwicki, Muhammad Imran Malik, Linda Alewijnse, C. Elisa van den Heuvel, Bryan Found
ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012). ICFHR (2012)
Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
A Signature Verification Framework for Digital Pen Applications. Document Analysis Systems (2012)
Muhammad Imran Malik, Marcus Liwicki
From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems. ICFHR (2012)
Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
Signature Segmentation from Document Images. ICFHR (2012)
Marcus Liwicki, Muhammad Imran Malik, C. Elisa van den Heuvel, Xiaohong Chen, Charles E. H. Berger, Reinoud Stoel, Michael Blumenstein, Bryan Found
Signature Verification Competition for Online and Offline Skilled Forgeries (SigComp2011). ICDAR (2011)
Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
Evaluation of Local and Global Features for Offline Signature Verification. AFHA (2011)
Marcus Liwicki, C. Elisa van den Heuvel, Bryan Found, Muhammad Imran Malik
Forensic Signature Verification Competition 4NSigComp2010 - Detection of Simulated and Disguised Signatures. ICFHR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Muhammad Imran Malik